Research on driving behavior analysis and abnormal driving detection Develop algorithms/model to infer behavioral patterns, conduct detection analysis Evaluation of the algorithms/models through simulation and real traffic driving data Required Qualifications Current enrollment of PhD in Computer Science or Electrical Engineering Knowledge in applied statistics and time s

The objective to research methods that would manage infrastructure resource properly leverage ML algorithms to increase performance efficiency or reduce carbon neutral footprint in the infrastructure in centralized or distributed manner. For example, reduction in checkpointing and increase performance in DNN. Research I/O efficiency with respect to NN from data ingest to

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